function G = gsp_graph_default_parameters(G)
%GSP_GRAPH_DEFAULT_PARAMETERS load default parameters for graphs
%   Usage: G = gsp_graph_default_parameters(G);
%          G = gsp_graph_default_parameters();
%
%   Input parameters
%       G   : Graph (Optional)
%   Output parameters
%       G   : Graph
% 
%   This function will fill a graph with all missing parameters such that
%   it is compabatible with all functions of the GSPBox. If you create a
%   graph manually, you need to set only the weight matrix W. If you have
%   some coordonate, you can also set G.coords. G.coords is a N x 2
%   or a N x 3 matrix with each columns beeing the coordonates in each
%   dimention. Finally, we recommend to set the fiel G.type with a name
%   that suits your graph.
%
%   Example:
%          
%          W = rand(30);
%          W = (W + W')/2;
%          G.W = W - diag(diag(W));
%          G = gsp_graph_default_parameters(G)
%
%   This function can be used to update the weights of your graph. It will
%   recompute the Laplacian operator. Warning this function does not
%   perform any change to the Fourier basis:
%
%          G.W = Wnew;
%          G = gsp_graph_default_parameters(G);
%
%
%   List of parameters of the graph structure
%   -----------------------------------------
%
%   By default, a graph structure in the GSPbox contains the following
%   parameters:
%   
%    G.W*: Weight matrix (empty by default)
%    G.A*: Adacency matrix (constructed with W*)
%    G.N*: Number of nodes (size(W,1))
%    G.type*: Type of graph ('unknown' by default)
%    G.directed*: 1 if the graph is directed, 0 if not
%    G.lap_type*: Laplacian type (default 'combinatorial') See the
%     function GSP_CREATE_LAPLACIAN for a exhaustive list of the
%     available laplacians.
%    G.d*: Degree vector (Computed with G.W*)
%    G.Ne*: Number of edges
%    G.coords*: Coordinates of the vertices (default (0,0) )
%    G.plotting*: Plotting parameters
%      G.plotting.edge_width*: Width of edges (default 1)
%      G.plotting.edge_color*: Color of edges (default [255,88,41]/255 )
%      G.plotting.edge_style*: Style of edges (default '-')
%      G.plotting.vertex_size*: Size of vertex (default 50)
%      G.plotting.vertex_color*: Color of vertex (default 'b')
%   
%   Remark: There is redudancy between A, W, L. However, the GSPBox
%   is done in matlab and is not suppose yet to scale to graph sufficiently
%   large that your matlab have memory problem. However, this will be most
%   likely change for milestone 1.0.0. If you do have a urgent need to
%   overcome this problem, please contact the devolper team.
%          
%
%   Url: https://epfl-lts2.github.io/gspbox-html/doc/graphs/gsp_graph_default_parameters.html

% Copyright (C) 2013-2016 Nathanael Perraudin, Johan Paratte, David I Shuman.
% This file is part of GSPbox version 0.7.5
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU General Public License as published by
% the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
%
% This program is distributed in the hope that it will be useful,
% but WITHOUT ANY WARRANTY; without even the implied warranty of
% MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
% GNU General Public License for more details.
%
% You should have received a copy of the GNU General Public License
% along with this program.  If not, see <http://www.gnu.org/licenses/>.

% If you use this toolbox please kindly cite
%     N. Perraudin, J. Paratte, D. Shuman, V. Kalofolias, P. Vandergheynst,
%     and D. K. Hammond. GSPBOX: A toolbox for signal processing on graphs.
%     ArXiv e-prints, Aug. 2014.
% http://arxiv.org/abs/1408.5781

% Author: Nathanael Perraudin
% Date  : 09.12.2013

if nargin<1
    G=struct;
end

if ~isfield(G,'W') % Weight matrix
    G.W = sparse(0);

end

G.A=sparse(G.W>0);
G.N = size(G.W,1);



% Type of graph
if ~isfield(G,'type')
    G.type='unknown'; 
end; 

% if ~isfield(G,'directed')
    G.directed = gsp_isdirected(G); 
% end; 

if ~isfield(G,'hypergraph')
    G.hypergraph = 0; 
end; 

% Create the graph Laplacian
if ~isfield(G,'lap_type')
    G.lap_type='combinatorial';
end

% if ~isfield(G,'L')
    G = gsp_create_laplacian(G);
% end

G.d = full(sum(G.W,2));

% Number of edges
if G.directed
    G.Ne = nnz(G.W);
else
    G.Ne = nnz(G.W)/2;
end

if ~isfield(G,'coords') % Coordonates
    G.coords = []; 
end

G = gsp_graph_default_plotting_parameters(G);

end
